| 2026 | AAAI | HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment. | Ruijia Wu, Ping Chen, Fei Shen, Shaoan Zhao, Qiang Hui, Huanlin Gao, Ting Lu, Zhaoxiang Liu, Fang Zhao, Kai Wang, Shiguo Lian |
| 2026 | AAAI | GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization. | Zihui Wu, Haichang Gao, Ping Wang, Shudong Zhang, Zhaoxiang Liu, Shiguo Lian |
| 2026 | ACL | Mixture of Heterogeneous Grouped Experts for Language Modeling. | Zhicheng Ma, Xiang Liu, Zhaoxiang Liu, Ning Wang, Yi Shen, Kai Wang, Shuming Shi, Shiguo Lian |
| 2025 | CVPR | Optimizing for the Shortest Path in Denoising Diffusion Model. | Ping Chen, Xingpeng Zhang, Zhaoxiang Liu, Huan Hu, Xiang Liu, Kai Wang, Min Wang, Yanlin Qian, Shiguo Lian |
| 2025 | EMNLP | Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity. | Ping Chen, Xiang Li, Zhaoxiang Liu, Zezhou Chen, Xingpeng Zhang, Huan Hu, Zipeng Wang, Kai Wang, Shuming Shi, Shiguo Lian |
| 2025 | EMNLP | DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models. | Yi Shen, Jian Zhang, Jieyun Huang, Shuming Shi, Wenjing Zhang, Jiangze Yan, Ning Wang, Kai Wang, Zhaoxiang Liu, Shiguo Lian |
| 2025 | ICIG | Art3D-Fusion: A Hybrid Framework for Visual Synthesis with Artistic Control. | Kohou Wang, Ping Chen, Zhaoxiang Liu, Xiang Liu, Zezhou Chen, Huan Hu, Xin Wang, Kai Wang, Shiguo Lian |
| 2025 | ICIG | Data Leakage Detection in Large Vision-Language Models via Multimodal Perturbation. | Xin Wang, Zhaoxiang Liu, Yue Zhan, Kaikai Zhao, Kai Wang, Shiguo Lian |
| 2024 | ECCV | A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis. | Xiang Liu, Zhaoxiang Liu, Huan Hu, Zezhou Chen, Kohou Wang, Kai Wang, Shiguo Lian |
| 2024 | ICRA | TP3M: Transformer-based Pseudo 3D Image Matching with Reference Image. | Liming Han, Zhaoxiang Liu, Shiguo Lian |
| 2024 | IROS | A Large Vision-Language Model based Environment Perception System for Visually Impaired People. | Zezhou Chen, Zhaoxiang Liu, Kai Wang, Kohou Wang, Shiguo Lian |
| 2023 | ICIP | Patch-Wise Auto-Encoder for Visual Anomaly Detection. | Yajie Cui, Zhaoxiang Liu, Shiguo Lian |
| 2023 | VR | Multimodal Activity Detection for Natural Interaction with Virtual Human. | Kai Wang, Shiguo Lian, Haiyan Sang, Wen Liu, Zhaoxiang Liu, Fuyuan Shi, Hui Deng, Zeming Sun, Zezhou Chen |
| 2019 | ICIG | Real-Time 3D Object Detection and Tracking in Monocular Images of Cluttered Environment. | Guoguang Du, Kai Wang, Yibing Nan, Shiguo Lian |
| 2019 | IROS | DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints. | Liming Han, Yimin Lin, Guoguang Du, Shiguo Lian |
| 2019 | IROS | Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System. | Minjie Hua, Fuyuan Shi, Yibing Nan, Kai Wang, Hao Chen, Shiguo Lian |
| 2019 | ICRA | A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation. | Kai Wang, Yimin Lin, Luowei Wang, Liming Han, Minjie Hua, Xiang Wang, Shiguo Lian, Bill Huang |
| 2019 | ISMAR | Video Synthesis of Human Upper Body with Realistic Face. | Zhaoxiang Liu, Huan Hu, Zipeng Wang, Kai Wang, Jinqiang Bai, Shiguo Lian |
| 2019 | ISMAR | A Neural Virtual Anchor Synthesizer Based on Seq2Seq and GAN Models. | Zipeng Wang, Zhaoxiang Liu, Zezhou Chen, Huan Hu, Shiguo Lian |
| 2019 | ISMAR | Deep Consistent Illumination in Augmented Reality. | Xiang Wang, Kai Wang, Shiguo Lian |
| 2019 | PRICAI | Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and Odometry. | Yimin Lin, Zhaoxiang Liu, Jianfeng Huang, Chaopeng Wang, Guoguang Du, Jinqiang Bai, Shiguo Lian |
| 2010 | IJCNN | Projection Vector Machine: One-stage learning algorithm from high-dimension small-sample data. | Wanyu Deng, Qinghua Zheng, Shiguo Lian, Lin Chen, Xin Wang |
| 2008 | ICIP | Desynchronized image fingerprint for large scale distribution. | Zhongxuan Liu, Shiguo Lian, Yuan Dong, Haila Wang |
| 2007 | ISNN | Secure Media Distribution Scheme Based on Chaotic Neural Network. | Shiguo Lian, Zhongxuan Liu, Zhen Ren, Haila Wang |
| 2007 | IWDW | Secure Video Multicast Based on Desynchronized Fingerprint and Partial Encryption. | Zhongxuan Liu, Shiguo Lian, Josselin Gautier, Ronggang Wang, Zhen Ren, Haila Wang |
| 2006 | ICIP | Secure Distribution Scheme for Compressed Data Streams. | Shiguo Lian, Zhongxuan Liu, Zhen Ren, Haila Wang |
| 2006 | ISCAS | Hash function based on chaotic neural networks. | Shiguo Lian, Zhongxuan Liu, Zhen Ren, Haila Wang |
| 2006 | ISNN | Data Hiding in Neural Network Prediction Errors. | Guangjie Liu, Jinwei Wang, Shiguo Lian, Yuewei Dai, Zhiquan Wang |
| 2006 | IWDW | Desynchronization in Compression Process for Collusion Resilient Video Fingerprint. | Zhongxuan Liu, Shiguo Lian, Ronggang Wang, Zhen Ren |
| 2005 | MMSP | Image Hiding by Non-uniform Generalized LSB and Dynamic Programming. | Guangjie Liu, Yuewei Dai, Jinwei Wang, Zhiquan Wang, Shiguo Lian |
| 2004 | ICARCV | A fast video encryption scheme based-on chaos. | Shiguo Lian, Jinsheng Sun, Zhiquan Wang, Yuewei Dai |
| 2004 | ICONIP | A Fast MPEG4 Video Encryption Scheme Based on Chaotic Neural Network. | Shiguo Lian, Jinsheng Sun, Zhongxin Li, Zhiquan Wang |
| 2004 | ISNN | A Chaotic-Neural-Network-Based Encryption Algorithm for JPEG2000 Encoded Images. | Shiguo Lian, Guanrong Chen, Albert Cheung, Zhiquan Wang |
| 2004 | IV | A Novel Image Encryption Scheme Based-on JPEG Encoding. | Shiguo Lian, Jinsheng Sun, Zhiquan Wang |